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Mobile Apps and Wearable Devices for Cardiovascular Health: Narrative Review

Mobile Apps and Wearable Devices for Cardiovascular Health: Narrative Review

However, only 20% (4/20) offer platforms for clinicians to manage patient data or provide telehealth services, and just 10% (2/20) positively impact clinician workflows by facilitating appointment bookings, prescription management, or offering interoperability with patient health records. Most apps (60%, 12/20) are interoperable with devices like Bluetooth-enabled blood pressure monitors or wearables. However, the ability to export and share data from the app itself is available in 75% (15/20) of the apps.

Gauri Kumari Chauhan, Patrick Vavken, Christine Jacob

JMIR Mhealth Uhealth 2025;13:e65782

Effect of Home-Based Virtual Reality Training on Upper Extremity Recovery in Patients With Stroke: Systematic Review

Effect of Home-Based Virtual Reality Training on Upper Extremity Recovery in Patients With Stroke: Systematic Review

Finally, the full text of eligible studies was evaluated in detail according to the inclusion criteria. The 2 reviewers searched 4 databases for relevant reviews on similar topics. They performed citation searches and full-text evaluations of the references to these reviews to identify other eligible studies. Any conflicts during this process will be discussed and resolved in team meetings.

Jiaqi Huang, Yixi Wei, Ping Zhou, Xiaokuo He, Hai Li, Xijun Wei

J Med Internet Res 2025;27:e69003

The Role of AI in Nursing Education and Practice: Umbrella Review

The Role of AI in Nursing Education and Practice: Umbrella Review

The records identified through database searches were imported into Rayyan (Rayyan Systems), a systematic review screening tool [24]. Two independent reviewers (RAEA and FHA) screened the titles and abstracts against the inclusion and exclusion criteria. Full-text articles were subsequently retrieved for studies deemed potentially relevant. Any discrepancies between reviewers were resolved through discussion or consultation with a third reviewer to reach consensus (OAAM or JS).

Rabie Adel El Arab, Omayma Abdulaziz Al Moosa, Fuad H Abuadas, Joel Somerville

J Med Internet Res 2025;27:e69881

Psychological Factors Influencing Appropriate Reliance on AI-enabled Clinical Decision Support Systems: Experimental Web-Based Study Among Dermatologists

Psychological Factors Influencing Appropriate Reliance on AI-enabled Clinical Decision Support Systems: Experimental Web-Based Study Among Dermatologists

An example item was “I like to occupy myself in greater detail with technical systems.” Internal consistency, as assessed by Cronbach α, was found to be good at 0.8. Control beliefs in dealing with technology were assessed using the German “Kontrollüberzeugung im Umgang mit Technik” questionnaire by Beier [62], which was translated into English for this study. This questionnaire included 8 items, with responses recorded on a 5-point scale from strongly disagree to strongly agree.

Alisa Küper, Georg Christian Lodde, Elisabeth Livingstone, Dirk Schadendorf, Nicole Krämer

J Med Internet Res 2025;27:e58660

Changes in Physical Activity, Heart Rate, and Sleep Measured by Activity Trackers During the COVID-19 Pandemic Across 34 Countries: Retrospective Analysis

Changes in Physical Activity, Heart Rate, and Sleep Measured by Activity Trackers During the COVID-19 Pandemic Across 34 Countries: Retrospective Analysis

No financial compensation was provided to participants, as the data analyzed were part of preexisting anonymized records. In addition, no images or Multimedia Appendices 2 and 3 in this manuscript include identifiable individuals. We collected 138,542,717 data for 208,181 activity tracker users from 34 countries around the world (Figure 1). For the steps dataset, w e analyzed 45,556,148 data points for 40,808 users from 34 countries.

Bastien Wyatt, Nicolas Forstmann, Nolwenn Badier, Anne-Sophie Hamy, Quentin De Larochelambert, Juliana Antero, Arthur Danino, Vincent Vercamer, Paul De Villele, Benjamin Vittrant, Thomas Lanz, Fabien Reyal, Jean-François Toussaint, Lidia Delrieu

J Med Internet Res 2025;27:e68199

Epidemiological Characteristics of Intestinal Protozoal Infections and Their Risk Factors in Malaysia: Systematic Review and Meta-Analysis Protocol

Epidemiological Characteristics of Intestinal Protozoal Infections and Their Risk Factors in Malaysia: Systematic Review and Meta-Analysis Protocol

The study population includes individuals with intestinal protozoal infections identified through positive laboratory test results, physician diagnoses, self-reported infection status, treatment registries, or other medical records. Both asymptomatic and symptomatic cases will be included, with no restrictions on age, gender, ethnicity, or geographical location within Malaysia.

Nor Shazlina Mizan, Hassanain Al-Talib, Seok Mui Wang

JMIR Res Protoc 2025;14:e66350

Wearable Activity Tracker–Based Interventions for Physical Activity, Body Composition, and Physical Function Among Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Wearable Activity Tracker–Based Interventions for Physical Activity, Body Composition, and Physical Function Among Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

The initial search procedure yielded 1638 records in total, with an additional 2 articles identified through manual reference checks of relevant articles. After removing duplicate citations, 721 studies remained for title and abstract screening, 48 of which were considered potentially eligible for full-text review. In total, 23 eligible trials [30-34,46-62] were selected for this systematic review and meta-analysis (Figure 1). A flowchart showing the study selection process.

Ran Li, Yangan Li, Lu Wang, Lijuan Li, Chenying Fu, Danrong Hu, Quan Wei

J Med Internet Res 2025;27:e59507

Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study

Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study

In clinical practice, writing clinical documents like radiology reports, admission records, progress notes, and discharge summaries has become a heavy burden for radiologists and clinicians. To alleviate this problem, we can use the LLMs to summarize the related structured or unstructured electronic health records as a preliminary clinical note, and then the clinicians conduct the final review.

Danqing Hu, Shanyuan Zhang, Qing Liu, Xiaofeng Zhu, Bing Liu

J Med Internet Res 2025;27:e65547